Determining the effect of gene deletion is a fundamental approach to understanding gene function. Conventional genetic screens exhibit biases, and genes contributing to a phenotype are often missed. We systematically constructed a nearly complete collection of gene-deletion mutants (96% of annotated open reading frames, or ORFs) of the yeast Saccharomyces cerevisiae. DNA sequences dubbed 'molecular bar codes' uniquely identify each strain, enabling their growth to be analysed in parallel and the fitness contribution of each gene to be quantitatively assessed by hybridization to high-density oligonucleotide arrays. We show that previously known and new genes are necessary for optimal growth under six well-studied conditions: high salt, sorbitol, galactose, pH 8, minimal medium and nystatin treatment. Less than 7% of genes that exhibit a significant increase in messenger RNA expression are also required for optimal growth in four of the tested conditions. Our results validate the yeast gene-deletion collection as a valuable resource for functional genomics.
The functions of many open reading frames (ORFs) identified in genome-sequencing projects are unknown. New, whole-genome approaches are required to systematically determine their function. A total of 6925 Saccharomyces cerevisiae strains were constructed, by a high-throughput strategy, each with a precise deletion of one of 2026 ORFs (more than one-third of the ORFs in the genome). Of the deleted ORFs, 17 percent were essential for viability in rich medium. The phenotypes of more than 500 deletion strains were assayed in parallel. Of the deletion strains, 40 percent showed quantitative growth defects in either rich or minimal medium.
OrfPredictor is a web server designed for identifying protein-coding regions in expressed sequence tag (EST)-derived sequences. For query sequences with a hit in BLASTX, the program predicts the coding regions based on the translation reading frames identified in BLASTX alignments, otherwise, it predicts the most probable coding region based on the intrinsic signals of the query sequences. The output is the predicted peptide sequences in the FASTA format, and a definition line that includes the query ID, the translation reading frame and the nucleotide positions where the coding region begins and ends. OrfPredictor facilitates the annotation of EST-derived sequences, particularly, for large-scale EST projects. OrfPredictor is available at .
Thermostable enzymes and thermophilic cell factories may afford economic advantages inFurthermore, we present evidence suggesting that aside from representing a potential 9 reservoir of thermostable enzymes, thermophilic fungi are amenable to manipulation using 10 classical and molecular genetics. 11Rapid, efficient and robust enzymatic degradation of biomass-derived polysaccharides is 12 currently a major challenge for biofuel production. A prerequisite is the availability of enzymes 13 that hydrolyze cellulose, hemicellulose and other polysaccharides into fermentable sugars at 14 conditions suitable for industrial use. The best studied and most widely used cellulases and to overcome these obstacles is to raise the reaction temperature, thereby increasing hydrolytic 20 rates and reducing contamination risks. AT-rich repetitive regions (Fig. 1) To examine the strategy used by these thermophiles for decomposition of plant cell wall 9 polysaccharides, we used RNA-Seq to compare transcript profiles during growth on barley straw 10 or alfalfa straw to growth on glucose. Alfalfa was chosen to represent dicotyledonous plants, 11 whereas barley was used to represent monocotyledon plants. The major difference between these 12 materials is that the carbohydrates from barley cell wall are mainly cellulose and hemicellulose 13 with a negligible amount of pectin 11 , whereas alfalfa cell wall contains pectin and xylan in 14 roughly similar proportions, each consisting of 15-20% of total carbohydrates 12, . 15 We observed notable differences between the transcriptional profiles of genes encoding conditions. For example, the orthologs in Clades A, B, E, G and P of GH61 are upregulated 8 under growth in complex substrates for both thermophiles (Fig. 2b). An even more striking 9 correlation between transcript levels and orthologs is evident for the GH6 and GH7 cellulases 10 ( Supplementary Fig. 7) where the transcript profiles for the orthologs of the two organisms are Table 7). Thermophilic fungi are major components of the microflora in self-heating composts. They 9 break down cellulose at a faster rate than prodigious, mesophilic cellulase producers such as T. Tables 11-14). On the basis of 24 our comparative analyses of the genomes from two thermophilic fungi, we conclude that their 25 nucleotide and protein features are different from those observed in thermophilic prokaryotes. 26 We also investigated the possibility that thermophilic fungi possess major differences in 27 processes mediating thermophily including heat shock, oxidative stress, membrane biosynthesis, 28 chromatin structure and modification, and fungal cell wall metabolism. We compared the 29 proteins predicted to be involved in these processes in C. globosum, M. thermophila and T. 30 terrestris, but were unable to find differences that can convincingly be interpreted as the Fig. 9). Within the Sordiariales, thermophily 6 is restricted to subgroups of the family Chaetomiaceae. Among fungi more broadly, thermophily 7 also exists in the Zygomycota, but it ...
The standard filter paper assay (FPA) published by the International Union of Pure and Applied Chemistry (IUPAC) is widely used to determine total cellulase activity. However, the IUPAC method is not suitable for the parallel analyses of large sample numbers. We describe here a microplate-based method for assaying large sample numbers. To achieve this, we reduced the enzymatic reaction volume to 60 microl from the 1.5 ml used in the IUPAC method. The modified 60-microl format FPA can be carried out in 96-well assay plates. Statistical analyses showed that the cellulase activities of commercial cellulases from Trichoderma reesei and Aspergillus species determined with our 60-microl format FPA were not significantly different from the activities measured with the standard FPA. Our results also indicate that the 60-microl format FPA is quantitative and highly reproducible. Moreover, the addition of excess beta-glucosidase increased the sensitivity of the assay by up to 60%.
Thermostable enzymes and thermophilic cell factories may afford economic advantages inFurthermore, we present evidence suggesting that aside from representing a potential 9 reservoir of thermostable enzymes, thermophilic fungi are amenable to manipulation using 10 classical and molecular genetics. 11Rapid, efficient and robust enzymatic degradation of biomass-derived polysaccharides is 12 currently a major challenge for biofuel production. A prerequisite is the availability of enzymes 13 that hydrolyze cellulose, hemicellulose and other polysaccharides into fermentable sugars at 14 conditions suitable for industrial use. The best studied and most widely used cellulases and to overcome these obstacles is to raise the reaction temperature, thereby increasing hydrolytic 20 rates and reducing contamination risks. AT-rich repetitive regions (Fig. 1). one PL3 and two GH28). Pectin lyases are most active at neutral to alkaline pH whereas GH28 To examine the strategy used by these thermophiles for decomposition of plant cell wall 9 polysaccharides, we used RNA-Seq to compare transcript profiles during growth on barley straw 10 or alfalfa straw to growth on glucose. Alfalfa was chosen to represent dicotyledonous plants, 11 whereas barley was used to represent monocotyledon plants. The conditions. For example, the orthologs in Clades A, B, E, G and P of GH61 are upregulated 8 under growth in complex substrates for both thermophiles (Fig. 2b). An even more striking 9 correlation between transcript levels and orthologs is evident for the GH6 and GH7 cellulases Table 7). 14 Secretomes and exo-proteomes 15In addition to extracellular CAZymes involved in digestion of polysaccharide nutrients, the Thermophilic fungi are major components of the microflora in self-heating composts. They 9 break down cellulose at a faster rate than prodigious, mesophilic cellulase producers such as T. Fig. 8 We also investigated the possibility that thermophilic fungi possess major differences in 27 processes mediating thermophily including heat shock, oxidative stress, membrane biosynthesis, 28 chromatin structure and modification, and fungal cell wall metabolism. We compared the 29 proteins predicted to be involved in these processes in C. globosum, M. thermophila and T. 30terrestris, but were unable to find differences that can convincingly be interpreted as the Fig. 9) Thermophilic fungi are ubiquitous organisms commonly found in decomposing organic matter. 25The biotechnological utility of these fungi has been recognized for many years. enzymes from the thermophiles exhibit higher hydrolytic capacity than their counterparts from 6 mesophiles at temperatures ranging from 30 °C to 60 °C (Fig. 3). One explanation is that the 7 enzymes from the thermophiles possess higher specific activity toward lignocellulosic biomass.8
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